Alternatives and similar repositories for GMEL

Users that are interested in GMEL are comparing it to the libraries listed below

• tsinghua-fib-lab / OD_benckmark
  The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
  ☆28Updated last year
• scikit-mobility / DeepLearning4HumanMobility
  ☆138Updated 3 years ago
• tsinghua-fib-lab / CommutingODGen-Dataset
  ☆20Updated 7 months ago
• tsinghua-fib-lab / Activity-Trajectory-Generation
  The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"
  ☆32Updated last year
• jiang719 / road-network-predictability
  ☆77Updated last year
• mingyangzhang / mv-region-embedding
  code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)
  ☆33Updated 3 years ago
• tsinghua-fib-lab / KSTDiff-Urban-flow-generation
  Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
  ☆24Updated last year
• LightChaser666 / RegionDCL
  Urban Region Representation Learning with OpenStreetMap Building Footprints
  ☆26Updated last year
• scikit-mobility / DeepGravity
  a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…
  ☆97Updated 3 years ago
• FIBLAB / MoveSim
  [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
  ☆48Updated 3 years ago
• Kaimaoge / IGNNK
  ☆119Updated last year
• leilin-research / GCGRNN
  Graph Convolutional Neural Networks with Data-driven Graph Filter (GCNN-DDGF)
  ☆31Updated 4 years ago
• tsinghua-fib-lab / MetroGNN
  ☆11Updated last year
• yoshall / UrbanFM
  Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19
  ☆72Updated 4 years ago
• tsinghua-fib-lab / DeepMobility
  The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.
  ☆14Updated last year
• MiRuacle24 / HAFusion
  Urban Region Representation Learning with Attentive Fusion (ICDE 2024)
  ☆17Updated 3 months ago
• boathit / deepgtt
  DeepGTT: Learning Travel Time Distributions with Deep Generative Model
  ☆36Updated 6 years ago
• deepkashiwa20 / DL-Traff-Grid
  [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)
  ☆54Updated 2 years ago
• zhiyongc / Seattle-Loop-Data
  ☆91Updated 2 years ago
• sinadabiri / Deep-Semi-Supervised-GPS-Transport-Mode
  ☆47Updated 2 years ago
• uctb / Urban-Dataset
  ☆24Updated 8 months ago
• FIBLAB / DeepSTN
  [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
  ☆66Updated 5 years ago
• usail-hkust / UUKG
  UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
  ☆100Updated last month
• iarai / NeurIPS2022-traffic4cast
  Code accompanying our NeurIPS 2022 traffic4cast challenge
  ☆78Updated 2 years ago
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆73Updated 2 years ago
• huaxiuyao / MetaST
  MetaST for WWW 2019
  ☆52Updated 4 years ago
• deepkashiwa / DeepUrbanEvent
  Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events
  ☆16Updated 4 years ago
• xlwang233 / LLM-Mob
  Large Language Models as Human Mobility Predictors
  ☆51Updated 6 months ago
• humnetlab / Urban_Dynamics
  Urban Dynamics Through the Lens of Human Mobility
  ☆17Updated 2 years ago
• thekingofkings / embedding
  Dynamic graph embedding
  ☆13Updated 6 years ago